Dataset statistics
| Number of variables | 35 |
|---|---|
| Number of observations | 162273 |
| Missing cells | 42812 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 43.3 MiB |
| Average record size in memory | 280.0 B |
Variable types
| CAT | 24 |
|---|---|
| NUM | 6 |
| BOOL | 4 |
| DATE | 1 |
horario has a high cardinality: 1302 distinct values | High cardinality |
km has a high cardinality: 7918 distinct values | High cardinality |
municipio has a high cardinality: 1767 distinct values | High cardinality |
marca has a high cardinality: 5555 distinct values | High cardinality |
latitude has a high cardinality: 37312 distinct values | High cardinality |
longitude has a high cardinality: 37317 distinct values | High cardinality |
delegacia has a high cardinality: 173 distinct values | High cardinality |
uop has a high cardinality: 86 distinct values | High cardinality |
pesid is highly correlated with id and 1 other fields | High correlation |
id is highly correlated with pesid and 1 other fields | High correlation |
id_veiculo is highly correlated with id and 1 other fields | High correlation |
regional is highly correlated with uf and 1 other fields | High correlation |
uf is highly correlated with regional and 1 other fields | High correlation |
uop is highly correlated with uf and 1 other fields | High correlation |
marca has 8151 (5.0%) missing values | Missing |
ano_fabricacao_veiculo has 9920 (6.1%) missing values | Missing |
idade has 15759 (9.7%) missing values | Missing |
uop has 8519 (5.2%) missing values | Missing |
idade is highly skewed (γ1 = 29.83797844) | Skewed |
Reproduction
| Analysis started | 2020-10-08 20:58:43.504038 |
|---|---|
| Analysis finished | 2020-10-08 21:00:05.672360 |
| Duration | 1 minute and 22.17 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 67446 |
|---|---|
| Distinct (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 221717.4169 |
|---|---|
| Minimum | 182210 |
| Maximum | 266627 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 182210 |
|---|---|
| 5-th percentile | 186560.8 |
| Q1 | 202070 |
| median | 221655 |
| Q3 | 241471 |
| 95-th percentile | 256881 |
| Maximum | 266627 |
| Range | 84417 |
| Interquartile range (IQR) | 39401 |
Descriptive statistics
| Standard deviation | 22637.1258 |
|---|---|
| Coefficient of variation (CV) | 0.1020989966 |
| Kurtosis | -1.198925079 |
| Mean | 221717.4169 |
| Median Absolute Deviation (MAD) | 19699 |
| Skewness | 0.008371994235 |
| Sum | 3.597875039e+10 |
| Variance | 512439464.4 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 200728 | 74 | < 0.1% | |
| 230311 | 62 | < 0.1% | |
| 228659 | 56 | < 0.1% | |
| 215894 | 55 | < 0.1% | |
| 192368 | 52 | < 0.1% | |
| 264482 | 51 | < 0.1% | |
| 221710 | 51 | < 0.1% | |
| 202460 | 50 | < 0.1% | |
| 255874 | 49 | < 0.1% | |
| 255614 | 49 | < 0.1% | |
| Other values (67436) | 161724 | 99.7% |
| Value | Count | Frequency (%) | |
| 182210 | 4 | < 0.1% | |
| 182211 | 1 | < 0.1% | |
| 182212 | 1 | < 0.1% | |
| 182214 | 1 | < 0.1% | |
| 182215 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 266627 | 1 | < 0.1% | |
| 266573 | 1 | < 0.1% | |
| 266434 | 2 | < 0.1% | |
| 266406 | 3 | < 0.1% | |
| 266255 | 2 | < 0.1% |
| Distinct | 162272 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 492648.2693 |
|---|---|
| Minimum | 402087 |
| Maximum | 594393 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 402087 |
|---|---|
| 5-th percentile | 412353.55 |
| Q1 | 448657.75 |
| median | 493085.5 |
| Q3 | 536997.25 |
| 95-th percentile | 571369.45 |
| Maximum | 594393 |
| Range | 192306 |
| Interquartile range (IQR) | 88339.5 |
Descriptive statistics
| Standard deviation | 51063.88098 |
|---|---|
| Coefficient of variation (CV) | 0.1036518022 |
| Kurtosis | -1.189998552 |
| Mean | 492648.2693 |
| Median Absolute Deviation (MAD) | 44173 |
| Skewness | -0.01791316038 |
| Sum | 7.994301996e+10 |
| Variance | 2607519941 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 567380 | 1 | < 0.1% | |
| 421783 | 1 | < 0.1% | |
| 421788 | 1 | < 0.1% | |
| 573646 | 1 | < 0.1% | |
| 421787 | 1 | < 0.1% | |
| 421786 | 1 | < 0.1% | |
| 421785 | 1 | < 0.1% | |
| 574012 | 1 | < 0.1% | |
| 421784 | 1 | < 0.1% | |
| 421782 | 1 | < 0.1% | |
| Other values (162262) | 162262 | > 99.9% |
| Value | Count | Frequency (%) | |
| 402087 | 1 | < 0.1% | |
| 402092 | 1 | < 0.1% | |
| 402093 | 1 | < 0.1% | |
| 402094 | 1 | < 0.1% | |
| 402095 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 594393 | 1 | < 0.1% | |
| 594270 | 1 | < 0.1% | |
| 594226 | 1 | < 0.1% | |
| 593948 | 1 | < 0.1% | |
| 593947 | 1 | < 0.1% |
data_inversa
Date
| Distinct | 365 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Minimum | 2019-01-01 00:00:00 |
|---|---|
| Maximum | 2019-12-31 00:00:00 |
dia_semana
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| domingo | |
|---|---|
| sábado | |
| sexta-feira | |
| segunda-feira | |
| quinta-feira | |
| Other values (2) |
| Value | Count | Frequency (%) | |
| domingo | 27930 | 17.2% | |
| sábado | 27071 | 16.7% | |
| sexta-feira | 25360 | 15.6% | |
| segunda-feira | 21902 | 13.5% | |
| quinta-feira | 20634 | 12.7% | |
| terça-feira | 19770 | 12.2% | |
| quarta-feira | 19606 | 12.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 9.995328859 |
| Min length | 6 |
| Distinct | 1302 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 18:30:00 | 2414 |
|---|---|
| 19:00:00 | 2400 |
| 18:00:00 | 2283 |
| 17:00:00 | 1870 |
| 19:30:00 | 1868 |
| Other values (1297) |
| Value | Count | Frequency (%) | |
| 18:30:00 | 2414 | 1.5% | |
| 19:00:00 | 2400 | 1.5% | |
| 18:00:00 | 2283 | 1.4% | |
| 17:00:00 | 1870 | 1.2% | |
| 19:30:00 | 1868 | 1.2% | |
| 16:00:00 | 1755 | 1.1% | |
| 17:30:00 | 1682 | 1.0% | |
| 16:30:00 | 1676 | 1.0% | |
| 07:00:00 | 1586 | 1.0% | |
| 07:30:00 | 1566 | 1.0% | |
| Other values (1292) | 143173 | 88.2% |
Unique
| Unique | 79 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
| Distinct | 27 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| MG | |
|---|---|
| SC | |
| PR | |
| RS | |
| RJ | |
| Other values (22) |
| Value | Count | Frequency (%) | |
| MG | 21380 | 13.2% | |
| SC | 19574 | 12.1% | |
| PR | 18259 | 11.3% | |
| RS | 11425 | 7.0% | |
| RJ | 10889 | 6.7% | |
| SP | 10223 | 6.3% | |
| BA | 8888 | 5.5% | |
| GO | 8040 | 5.0% | |
| ES | 6581 | 4.1% | |
| PE | 6405 | 3.9% | |
| Other values (17) | 40609 | 25.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
br
Real number (ℝ≥0)
| Distinct | 115 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 231 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 217.4679713 |
|---|---|
| Minimum | 10 |
| Maximum | 495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 101 |
| median | 163 |
| Q3 | 354 |
| 95-th percentile | 470 |
| Maximum | 495 |
| Range | 485 |
| Interquartile range (IQR) | 253 |
Descriptive statistics
| Standard deviation | 132.0509173 |
|---|---|
| Coefficient of variation (CV) | 0.6072200724 |
| Kurtosis | -1.16223415 |
| Mean | 217.4679713 |
| Median Absolute Deviation (MAD) | 99 |
| Skewness | 0.3898102809 |
| Sum | 35238945 |
| Variance | 17437.44475 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 101 | 25989 | 16.0% | |
| 116 | 22417 | 13.8% | |
| 381 | 7985 | 4.9% | |
| 40 | 7810 | 4.8% | |
| 153 | 6416 | 4.0% | |
| 364 | 5424 | 3.3% | |
| 163 | 4894 | 3.0% | |
| 277 | 4703 | 2.9% | |
| 470 | 4595 | 2.8% | |
| 262 | 4427 | 2.7% | |
| Other values (105) | 67382 | 41.5% |
| Value | Count | Frequency (%) | |
| 10 | 961 | 0.6% | |
| 20 | 2427 | 1.5% | |
| 30 | 14 | < 0.1% | |
| 40 | 7810 | 4.8% | |
| 50 | 1452 | 0.9% |
| Value | Count | Frequency (%) | |
| 495 | 41 | < 0.1% | |
| 493 | 624 | 0.4% | |
| 488 | 65 | < 0.1% | |
| 487 | 52 | < 0.1% | |
| 484 | 2 | < 0.1% |
| Distinct | 7918 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 231 |
| Missing (%) | 0.1% |
| Memory size | 1.2 MiB |
| 1 | 746 |
|---|---|
| 3 | 665 |
| 2 | 604 |
| 5 | 544 |
| 4 | 525 |
| Other values (7913) |
| Value | Count | Frequency (%) | |
| 1 | 746 | 0.5% | |
| 3 | 665 | 0.4% | |
| 2 | 604 | 0.4% | |
| 5 | 544 | 0.3% | |
| 4 | 525 | 0.3% | |
| 6 | 408 | 0.3% | |
| 7 | 354 | 0.2% | |
| 17 | 345 | 0.2% | |
| 9 | 320 | 0.2% | |
| 8 | 317 | 0.2% | |
| Other values (7908) | 157214 | 96.9% |
Unique
| Unique | 459 ? |
|---|---|
| Unique (%) | 0.3% |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.657422985 |
| Min length | 1 |
| Distinct | 1767 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| BRASILIA | 2727 |
|---|---|
| CURITIBA | 2514 |
| SAO JOSE | 1839 |
| GUARULHOS | 1711 |
| SERRA | 1492 |
| Other values (1762) |
| Value | Count | Frequency (%) | |
| BRASILIA | 2727 | 1.7% | |
| CURITIBA | 2514 | 1.5% | |
| SAO JOSE | 1839 | 1.1% | |
| GUARULHOS | 1711 | 1.1% | |
| SERRA | 1492 | 0.9% | |
| PALHOCA | 1360 | 0.8% | |
| DUQUE DE CAXIAS | 1357 | 0.8% | |
| BETIM | 1224 | 0.8% | |
| PORTO VELHO | 1137 | 0.7% | |
| TERESINA | 1072 | 0.7% | |
| Other values (1757) | 145840 | 89.9% |
Unique
| Unique | 34 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 32 |
|---|---|
| Median length | 9 |
| Mean length | 10.59797995 |
| Min length | 3 |
causa_acidente
Categorical
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Falta de Atenção à Condução | |
|---|---|
| Desobediência às normas de trânsito pelo condutor | |
| Velocidade Incompatível | |
| Ingestão de Álcool | |
| Não guardar distância de segurança | |
| Other values (19) |
| Value | Count | Frequency (%) | |
| Falta de Atenção à Condução | 60672 | 37.4% | |
| Desobediência às normas de trânsito pelo condutor | 22239 | 13.7% | |
| Velocidade Incompatível | 13370 | 8.2% | |
| Ingestão de Álcool | 12646 | 7.8% | |
| Não guardar distância de segurança | 12206 | 7.5% | |
| Defeito Mecânico no Veículo | 7252 | 4.5% | |
| Condutor Dormindo | 5582 | 3.4% | |
| Falta de Atenção do Pedestre | 4651 | 2.9% | |
| Pista Escorregadia | 4535 | 2.8% | |
| Ultrapassagem Indevida | 3925 | 2.4% | |
| Other values (14) | 15195 | 9.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 78 |
|---|---|
| Median length | 27 |
| Mean length | 29.02841508 |
| Min length | 10 |
tipo_acidente
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Colisão traseira | |
|---|---|
| Colisão transversal | |
| Colisão lateral | |
| Saída de leito carroçável | |
| Colisão frontal | |
| Other values (11) |
| Value | Count | Frequency (%) | |
| Colisão traseira | 38070 | 23.5% | |
| Colisão transversal | 23753 | 14.6% | |
| Colisão lateral | 22902 | 14.1% | |
| Saída de leito carroçável | 19582 | 12.1% | |
| Colisão frontal | 15344 | 9.5% | |
| Atropelamento de Pedestre | 8147 | 5.0% | |
| Colisão com objeto estático | 7893 | 4.9% | |
| Tombamento | 7463 | 4.6% | |
| Queda de ocupante de veículo | 4861 | 3.0% | |
| Engavetamento | 4580 | 2.8% | |
| Other values (6) | 9678 | 6.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 31 |
|---|---|
| Median length | 16 |
| Mean length | 18.23035872 |
| Min length | 8 |
classificacao_acidente
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Com Vítimas Feridas | |
|---|---|
| Sem Vítimas | |
| Com Vítimas Fatais |
| Value | Count | Frequency (%) | |
| Com Vítimas Feridas | 125176 | 77.1% | |
| Sem Vítimas | 22154 | 13.7% | |
| Com Vítimas Fatais | 14943 | 9.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 17.81573028 |
| Min length | 11 |
fase_dia
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Pleno dia | |
|---|---|
| Plena Noite | |
| Anoitecer | |
| Amanhecer | 7631 |
| Value | Count | Frequency (%) | |
| Pleno dia | 89463 | 55.1% | |
| Plena Noite | 55834 | 34.4% | |
| Anoitecer | 9345 | 5.8% | |
| Amanhecer | 7631 | 4.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.688148984 |
| Min length | 9 |
sentido_via
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Crescente | |
|---|---|
| Decrescente | |
| Não Informado | 231 |
| Value | Count | Frequency (%) | |
| Crescente | 87052 | 53.6% | |
| Decrescente | 74990 | 46.2% | |
| Não Informado | 231 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 9.929939053 |
| Min length | 9 |
condicao_metereologica
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Céu Claro | |
|---|---|
| Nublado | |
| Chuva | |
| Sol | |
| Garoa/Chuvisco | 5535 |
| Other values (5) | 3986 |
| Value | Count | Frequency (%) | |
| Céu Claro | 94822 | 58.4% | |
| Nublado | 27464 | 16.9% | |
| Chuva | 17510 | 10.8% | |
| Sol | 12956 | 8.0% | |
| Garoa/Chuvisco | 5535 | 3.4% | |
| Ignorado | 2126 | 1.3% | |
| Nevoeiro/Neblina | 1525 | 0.9% | |
| Vento | 327 | 0.2% | |
| Granizo | 7 | < 0.1% | |
| Neve | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 16 |
|---|---|
| Median length | 9 |
| Mean length | 7.965896976 |
| Min length | 3 |
tipo_pista
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Simples | |
|---|---|
| Dupla | |
| Múltipla |
| Value | Count | Frequency (%) | |
| Simples | 85939 | 53.0% | |
| Dupla | 63688 | 39.2% | |
| Múltipla | 12646 | 7.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.29298158 |
| Min length | 5 |
tracado_via
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Reta | |
|---|---|
| Curva | |
| Não Informado | |
| Interseção de vias | 8132 |
| Desvio Temporário | 4268 |
| Other values (5) | 6895 |
| Value | Count | Frequency (%) | |
| Reta | 101632 | 62.6% | |
| Curva | 22973 | 14.2% | |
| Não Informado | 18373 | 11.3% | |
| Interseção de vias | 8132 | 5.0% | |
| Desvio Temporário | 4268 | 2.6% | |
| Rotatória | 2993 | 1.8% | |
| Retorno Regulamentado | 1836 | 1.1% | |
| Viaduto | 1008 | 0.6% | |
| Ponte | 901 | 0.6% | |
| Túnel | 157 | 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 21 |
|---|---|
| Median length | 4 |
| Mean length | 6.513794655 |
| Min length | 4 |
uso_solo
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Não | |
|---|---|
| Sim |
| Value | Count | Frequency (%) | |
| Não | 90021 | 55.5% | |
| Sim | 72252 | 44.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 112051 |
|---|---|
| Distinct (%) | 69.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 395616.163 |
|---|---|
| Minimum | 324863 |
| Maximum | 475775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 324863 |
|---|---|
| 5-th percentile | 331763 |
| Q1 | 360260 |
| median | 395854 |
| Q3 | 431382 |
| 95-th percentile | 458651 |
| Maximum | 475775 |
| Range | 150912 |
| Interquartile range (IQR) | 71122 |
Descriptive statistics
| Standard deviation | 40807.36381 |
|---|---|
| Coefficient of variation (CV) | 0.1031488792 |
| Kurtosis | -1.203031293 |
| Mean | 395616.163 |
| Median Absolute Deviation (MAD) | 35559 |
| Skewness | -0.008449811909 |
| Sum | 6.419782162e+10 |
| Variance | 1665240941 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 411506 | 62 | < 0.1% | |
| 385122 | 54 | < 0.1% | |
| 410028 | 54 | < 0.1% | |
| 342242 | 52 | < 0.1% | |
| 395920 | 51 | < 0.1% | |
| 360867 | 50 | < 0.1% | |
| 471780 | 50 | < 0.1% | |
| 456769 | 48 | < 0.1% | |
| 456298 | 47 | < 0.1% | |
| 440584 | 47 | < 0.1% | |
| Other values (112041) | 161758 | 99.7% |
| Value | Count | Frequency (%) | |
| 324863 | 1 | < 0.1% | |
| 324868 | 1 | < 0.1% | |
| 324871 | 2 | < 0.1% | |
| 324872 | 2 | < 0.1% | |
| 324875 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 475775 | 1 | < 0.1% | |
| 475680 | 1 | < 0.1% | |
| 475416 | 1 | < 0.1% | |
| 475415 | 1 | < 0.1% | |
| 475372 | 1 | < 0.1% |
tipo_veiculo
Categorical
| Distinct | 24 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Automóvel | |
|---|---|
| Motocicleta | |
| Caminhonete | |
| Caminhão-trator | |
| Caminhão | |
| Other values (19) |
| Value | Count | Frequency (%) | |
| Automóvel | 70650 | 43.5% | |
| Motocicleta | 31858 | 19.6% | |
| Caminhonete | 14228 | 8.8% | |
| Caminhão-trator | 12068 | 7.4% | |
| Caminhão | 11517 | 7.1% | |
| Ônibus | 7054 | 4.3% | |
| Camioneta | 4160 | 2.6% | |
| Motoneta | 3746 | 2.3% | |
| Bicicleta | 2086 | 1.3% | |
| Utilitário | 1900 | 1.2% | |
| Other values (14) | 3006 | 1.9% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 17 |
|---|---|
| Median length | 9 |
| Mean length | 9.828326339 |
| Min length | 6 |
| Distinct | 5555 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 8151 |
| Missing (%) | 5.0% |
| Memory size | 1.2 MiB |
| VW/GOL 1.0 | 1984 |
|---|---|
| HONDA/CG 125 FAN KS | 1673 |
| HONDA/CG 150 TITAN KS | 1543 |
| MBENZ/MPOLO PARADISO R | 1508 |
| HONDA/CG 150 FAN ESI | 1353 |
| Other values (5550) |
| Value | Count | Frequency (%) | |
| VW/GOL 1.0 | 1984 | 1.2% | |
| HONDA/CG 125 FAN KS | 1673 | 1.0% | |
| HONDA/CG 150 TITAN KS | 1543 | 1.0% | |
| MBENZ/MPOLO PARADISO R | 1508 | 0.9% | |
| HONDA/CG 150 FAN ESI | 1353 | 0.8% | |
| HONDA/BIZ 125 ES | 1250 | 0.8% | |
| HONDA/CG150 FAN ESDI | 1202 | 0.7% | |
| HONDA/CG 150 TITAN ESD | 969 | 0.6% | |
| HONDA/CB 300R | 954 | 0.6% | |
| HONDA/CG 125 FAN | 932 | 0.6% | |
| Other values (5545) | 140754 | 86.7% | |
| (Missing) | 8151 | 5.0% |
Unique
| Unique | 1209 ? |
|---|---|
| Unique (%) | 0.8% |
Length
| Max length | 25 |
|---|---|
| Median length | 19 |
| Mean length | 17.95007796 |
| Min length | 3 |
| Distinct | 63 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 9920 |
| Missing (%) | 6.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.417799 |
|---|---|
| Minimum | 1900 |
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1995 |
| Q1 | 2007 |
| median | 2011 |
| Q3 | 2014 |
| 95-th percentile | 2018 |
| Maximum | 2019 |
| Range | 119 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.536433426 |
|---|---|
| Coefficient of variation (CV) | 0.003750555722 |
| Kurtosis | 7.773418505 |
| Mean | 2009.417799 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -1.823216284 |
| Sum | 306140830 |
| Variance | 56.79782879 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2013 | 12048 | 7.4% | |
| 2011 | 11819 | 7.3% | |
| 2018 | 10852 | 6.7% | |
| 2014 | 10827 | 6.7% | |
| 2012 | 10385 | 6.4% | |
| 2010 | 10282 | 6.3% | |
| 2008 | 8403 | 5.2% | |
| 2009 | 7966 | 4.9% | |
| 2015 | 7585 | 4.7% | |
| 2017 | 7499 | 4.6% | |
| Other values (53) | 54687 | 33.7% | |
| (Missing) | 9920 | 6.1% |
| Value | Count | Frequency (%) | |
| 1900 | 15 | < 0.1% | |
| 1951 | 1 | < 0.1% | |
| 1958 | 3 | < 0.1% | |
| 1960 | 1 | < 0.1% | |
| 1961 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2019 | 4434 | 2.7% | |
| 2018 | 10852 | 6.7% | |
| 2017 | 7499 | 4.6% | |
| 2016 | 6139 | 3.8% | |
| 2015 | 7585 | 4.7% |
tipo_envolvido
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Condutor | |
|---|---|
| Passageiro | |
| Pedestre | 3708 |
| Testemunha | 3240 |
| Cavaleiro | 48 |
| Value | Count | Frequency (%) | |
| Condutor | 112035 | 69.0% | |
| Passageiro | 43241 | 26.6% | |
| Pedestre | 3708 | 2.3% | |
| Testemunha | 3240 | 2.0% | |
| Cavaleiro | 48 | < 0.1% | |
| Não Informado | 1 | < 0.1% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 8.573200717 |
| Min length | 8 |
estado_fisico
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Ileso | |
|---|---|
| Lesões Leves | |
| Lesões Graves | |
| Não Informado | |
| Óbito | 5333 |
| Value | Count | Frequency (%) | |
| Ileso | 68634 | 42.3% | |
| Lesões Leves | 60500 | 37.3% | |
| Lesões Graves | 18573 | 11.4% | |
| Não Informado | 9233 | 5.7% | |
| Óbito | 5333 | 3.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 8.980625243 |
| Min length | 5 |
| Distinct | 122 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 15759 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.87971115 |
|---|---|
| Minimum | 0 |
| Maximum | 2018 |
| Zeros | 318 |
| Zeros (%) | 0.2% |
| Memory size | 1.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 27 |
| median | 37 |
| Q3 | 48 |
| 95-th percentile | 65 |
| Maximum | 2018 |
| Range | 2018 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 51.42658978 |
|---|---|
| Coefficient of variation (CV) | 1.289542685 |
| Kurtosis | 1050.092838 |
| Mean | 39.87971115 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 29.83797844 |
| Sum | 5842936 |
| Variance | 2644.694137 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 38 | 4013 | 2.5% | |
| 37 | 3859 | 2.4% | |
| 32 | 3856 | 2.4% | |
| 33 | 3851 | 2.4% | |
| 36 | 3828 | 2.4% | |
| 30 | 3814 | 2.4% | |
| 34 | 3799 | 2.3% | |
| 35 | 3781 | 2.3% | |
| 31 | 3781 | 2.3% | |
| 26 | 3701 | 2.3% | |
| Other values (112) | 108231 | 66.7% | |
| (Missing) | 15759 | 9.7% |
| Value | Count | Frequency (%) | |
| 0 | 318 | 0.2% | |
| 1 | 327 | 0.2% | |
| 2 | 308 | 0.2% | |
| 3 | 313 | 0.2% | |
| 4 | 337 | 0.2% |
| Value | Count | Frequency (%) | |
| 2018 | 51 | < 0.1% | |
| 2017 | 2 | < 0.1% | |
| 1919 | 1 | < 0.1% | |
| 1918 | 12 | < 0.1% | |
| 1908 | 3 | < 0.1% |
sexo
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| Masculino | |
|---|---|
| Feminino | |
| Não Informado | 9233 |
| Ignorado | 1104 |
| Value | Count | Frequency (%) | |
| Masculino | 114781 | 70.7% | |
| Feminino | 37155 | 22.9% | |
| Não Informado | 9233 | 5.7% | |
| Ignorado | 1104 | 0.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 8.991822423 |
| Min length | 8 |
ilesos
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 93639 | 57.7% | |
| 1 | 68634 | 42.3% |
feridos_leves
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 101773 | 62.7% | |
| 1 | 60500 | 37.3% |
feridos_graves
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 143700 | 88.6% | |
| 1 | 18573 | 11.4% |
mortos
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 0 | |
|---|---|
| 1 | 5333 |
| Value | Count | Frequency (%) | |
| 0 | 156940 | 96.7% | |
| 1 | 5333 | 3.3% |
| Distinct | 37312 |
|---|---|
| Distinct (%) | 23.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| -27,59193546 | 211 |
|---|---|
| -8,766685 | 184 |
| -27,61000542 | 157 |
| -5,089569 | 153 |
| -27,63697369 | 152 |
| Other values (37307) |
| Value | Count | Frequency (%) | |
| -27,59193546 | 211 | 0.1% | |
| -8,766685 | 184 | 0.1% | |
| -27,61000542 | 157 | 0.1% | |
| -5,089569 | 153 | 0.1% | |
| -27,63697369 | 152 | 0.1% | |
| -27,60327979 | 151 | 0.1% | |
| -3,76999035 | 147 | 0.1% | |
| -27,600384 | 136 | 0.1% | |
| -20,21740496 | 133 | 0.1% | |
| -27,64443 | 123 | 0.1% | |
| Other values (37302) | 160726 | 99.0% |
Unique
| Unique | 7691 ? |
|---|---|
| Unique (%) | 4.7% |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 10.86825904 |
| Min length | 2 |
| Distinct | 37317 |
|---|---|
| Distinct (%) | 23.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| -48,61824557 | 211 |
|---|---|
| -63,884052 | 184 |
| -48,63895057 | 157 |
| -42,802288 | 153 |
| -48,66514142 | 152 |
| Other values (37312) |
| Value | Count | Frequency (%) | |
| -48,61824557 | 211 | 0.1% | |
| -63,884052 | 184 | 0.1% | |
| -48,63895057 | 157 | 0.1% | |
| -42,802288 | 153 | 0.1% | |
| -48,66514142 | 152 | 0.1% | |
| -48,63201818 | 151 | 0.1% | |
| -38,67006282 | 147 | 0.1% | |
| -48,599705 | 136 | 0.1% | |
| -40,26990578 | 133 | 0.1% | |
| -48,67057 | 123 | 0.1% | |
| Other values (37307) | 160726 | 99.0% |
Unique
| Unique | 7679 ? |
|---|---|
| Unique (%) | 4.7% |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 11.05523408 |
| Min length | 3 |
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| SR-MG | |
|---|---|
| SR-SC | |
| SR-PR | |
| SR-RS | |
| SR-RJ | |
| Other values (23) |
| Value | Count | Frequency (%) | |
| SR-MG | 21350 | 13.2% | |
| SR-SC | 19656 | 12.1% | |
| SR-PR | 18162 | 11.2% | |
| SR-RS | 11444 | 7.1% | |
| SR-RJ | 10881 | 6.7% | |
| SR-SP | 10210 | 6.3% | |
| SR-BA | 8770 | 5.4% | |
| SR-ES | 6581 | 4.1% | |
| SR-PE | 6516 | 4.0% | |
| SR-DF | 5427 | 3.3% | |
| Other values (18) | 43276 | 26.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 5.000394397 |
| Min length | 5 |
| Distinct | 173 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| DEL7/1 | 7196 |
|---|---|
| DEL8/4 | 5655 |
| DEL8/1 | 4696 |
| DEL4/1 | 4398 |
| DEL7/7 | 4299 |
| Other values (168) |
| Value | Count | Frequency (%) | |
| DEL7/1 | 7196 | 4.4% | |
| DEL8/4 | 5655 | 3.5% | |
| DEL8/1 | 4696 | 2.9% | |
| DEL4/1 | 4398 | 2.7% | |
| DEL7/7 | 4299 | 2.6% | |
| DEL11/1 | 3479 | 2.1% | |
| DEL5/1 | 2905 | 1.8% | |
| DEL8/3 | 2561 | 1.6% | |
| DEL16/1 | 2403 | 1.5% | |
| DEL7 | 2363 | 1.5% | |
| Other values (163) | 122318 | 75.4% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 14 |
|---|---|
| Median length | 6 |
| Mean length | 6.405526489 |
| Min length | 2 |
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 8519 |
| Missing (%) | 5.2% |
| Memory size | 1.2 MiB |
| UOP01/MG | 9394 |
|---|---|
| UOP01/SC | 7524 |
| UOP01/SP | 6289 |
| UOP02/MG | 5871 |
| UOP01/BA | 5844 |
| Other values (81) |
| Value | Count | Frequency (%) | |
| UOP01/MG | 9394 | 5.8% | |
| UOP01/SC | 7524 | 4.6% | |
| UOP01/SP | 6289 | 3.9% | |
| UOP02/MG | 5871 | 3.6% | |
| UOP01/BA | 5844 | 3.6% | |
| UOP01/RS | 5631 | 3.5% | |
| UOP03/MG | 5194 | 3.2% | |
| UOP01/ES | 5091 | 3.1% | |
| UOP02/SC | 4788 | 3.0% | |
| UOP03/SC | 4660 | 2.9% | |
| Other values (76) | 93468 | 57.6% | |
| (Missing) | 8519 | 5.2% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.737362346 |
| Min length | 2 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| id | pesid | data_inversa | dia_semana | horario | uf | br | km | municipio | causa_acidente | tipo_acidente | classificacao_acidente | fase_dia | sentido_via | condicao_metereologica | tipo_pista | tracado_via | uso_solo | id_veiculo | tipo_veiculo | marca | ano_fabricacao_veiculo | tipo_envolvido | estado_fisico | idade | sexo | ilesos | feridos_leves | feridos_graves | mortos | latitude | longitude | regional | delegacia | uop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 182256.0 | 403856.0 | 2019-01-01 | terça-feira | 04:00:00 | CE | 116.0 | 136,9 | RUSSAS | Animais na Pista | Atropelamento de Animal | Sem Vítimas | Amanhecer | Decrescente | Vento | Simples | Curva | Não | 324937 | Caminhão | I/MB 15SPRINT RONTAN AMB | 2012.0 | Condutor | Ileso | 35.0 | Masculino | 1 | 0 | 0 | 0 | -4,766018 | -38,056034 | SR-CE | DEL16/3 | UOP01/CE |
| 1 | 182263.0 | 402859.0 | 2019-01-01 | terça-feira | 05:00:00 | MT | 158.0 | 599,5 | AGUA BOA | Defeito Mecânico no Veículo | Incêndio | Sem Vítimas | Amanhecer | Decrescente | Garoa/Chuvisco | Simples | Reta | Não | 324940 | Caminhão | FORD/CARGO 815 N | 2011.0 | Condutor | Ileso | 30.0 | Masculino | 1 | 0 | 0 | 0 | -14,319 | -52,169 | SR-MT | DEL2/8 | UOP02/MT |
| 2 | 182277.0 | 402850.0 | 2019-01-01 | terça-feira | 10:00:00 | PA | 10.0 | 34 | DOM ELISEU | Velocidade Incompatível | Colisão traseira | Sem Vítimas | Pleno dia | Decrescente | Nublado | Simples | Não Informado | Não | 324958 | Caminhão-trator | VOLVO/FH 540 6X4T | 2012.0 | Condutor | Ileso | 54.0 | Masculino | 1 | 0 | 0 | 0 | -4,15296734 | -47,54608154 | SR-PA | DEL19/2 | UOP03/PA |
| 3 | 182289.0 | 402431.0 | 2019-01-01 | terça-feira | 08:30:00 | BA | 101.0 | 13 | RIO REAL | Ingestão de Álcool | Colisão traseira | Com Vítimas Feridas | Pleno dia | Decrescente | Céu Claro | Dupla | Desvio Temporário | Não | 324987 | Caminhão-trator | SCANIA/R 440 A6X2 | 2018.0 | Condutor | Ileso | 43.0 | Masculino | 1 | 0 | 0 | 0 | -11,5896 | -37,8761 | SR-SE | DEL20/2 | UOP03/SE |
| 4 | 182307.0 | 402642.0 | 2019-01-01 | terça-feira | 13:50:00 | BA | 116.0 | 440 | FEIRA DE SANTANA | Ingestão de Álcool | Saída de leito carroçável | Com Vítimas Feridas | Pleno dia | Decrescente | Céu Claro | Dupla | Curva | Não | 325030 | Caminhão-trator | VOLVO/FH12 380 4X2T | 2003.0 | Passageiro | Lesões Graves | 37.0 | Masculino | 0 | 0 | 1 | 0 | -12,344 | -39,087 | SR-BA | DEL10/2 | UOP01/BA |
| 5 | 182307.0 | 402638.0 | 2019-01-01 | terça-feira | 13:50:00 | BA | 116.0 | 440 | FEIRA DE SANTANA | Ingestão de Álcool | Saída de leito carroçável | Com Vítimas Feridas | Pleno dia | Decrescente | Céu Claro | Dupla | Curva | Não | 325030 | Caminhão-trator | VOLVO/FH12 380 4X2T | 2003.0 | Condutor | Lesões Leves | 57.0 | Masculino | 0 | 1 | 0 | 0 | -12,344 | -39,087 | SR-BA | DEL10/2 | UOP01/BA |
| 6 | 182316.0 | 402361.0 | 2019-01-01 | terça-feira | 15:15:00 | RS | 101.0 | 8 | TORRES | Falta de Atenção à Condução | Tombamento | Sem Vítimas | Pleno dia | Crescente | Céu Claro | Dupla | Reta | Sim | 325039 | Caminhão-trator | SCANIA/R124 GA6X4NZ 420 | 2004.0 | Condutor | Ileso | 28.0 | Masculino | 1 | 0 | 0 | 0 | -29,360483 | -49,807865 | SR-RS | DEL9/3 | UOP03/RS |
| 7 | 182334.0 | 402401.0 | 2019-01-01 | terça-feira | 14:45:00 | SE | 101.0 | 76,7 | MARUIM | Falta de Atenção à Condução | Saída de leito carroçável | Com Vítimas Feridas | Pleno dia | Crescente | Sol | Simples | Reta | Não | 325068 | Caminhão | IVECO/TECTOR 240E25 | 2010.0 | Condutor | Não Informado | NaN | Não Informado | 0 | 0 | 0 | 0 | -10,7853 | -37,1421 | SR-SE | DEL20/1 | UOP01/SE |
| 8 | 182361.0 | 402521.0 | 2019-01-01 | terça-feira | 10:00:00 | MG | 251.0 | 280 | SALINAS | Ultrapassagem Indevida | Saída de leito carroçável | Com Vítimas Feridas | Pleno dia | Decrescente | Sol | Simples | Reta | Não | 325052 | Caminhão-trator | VOLVO/FH 440 6X2T | 2011.0 | Condutor | Lesões Leves | 52.0 | Masculino | 0 | 1 | 0 | 0 | -16,12498503 | -42,22251892 | SR-MG | DEL4/11 | UOP02/MG |
| 9 | 182362.0 | 404322.0 | 2019-01-01 | terça-feira | 18:20:00 | PE | 101.0 | 41 | IGARASSU | Ingestão de Álcool | Colisão lateral | Sem Vítimas | Plena Noite | Crescente | Céu Claro | Dupla | Reta | Sim | 325208 | Caminhão | VW/8.140 | 1999.0 | Condutor | Ileso | 59.0 | Masculino | 1 | 0 | 0 | 0 | -7,837 | -34,9124 | SR-PE | DEL11/1 | UOP02/PE |
Last rows
| id | pesid | data_inversa | dia_semana | horario | uf | br | km | municipio | causa_acidente | tipo_acidente | classificacao_acidente | fase_dia | sentido_via | condicao_metereologica | tipo_pista | tracado_via | uso_solo | id_veiculo | tipo_veiculo | marca | ano_fabricacao_veiculo | tipo_envolvido | estado_fisico | idade | sexo | ilesos | feridos_leves | feridos_graves | mortos | latitude | longitude | regional | delegacia | uop | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 162263 | 266158.0 | 593481.0 | 2019-01-15 | terça-feira | 05:00:00 | AC | 364.0 | 130 | RIO BRANCO | Defeito na Via | Queda de ocupante de veículo | Com Vítimas Feridas | Amanhecer | Crescente | Ignorado | Dupla | Reta | Sim | 474988 | Motocicleta | HONDA/CG 150 TITAN ESD | 2013.0 | Condutor | Lesões Graves | NaN | Masculino | 0 | 0 | 1 | 0 | -10,0131571 | -67,7137847 | SR-AC | UOP01/AC | NaN |
| 162264 | 266255.0 | 593651.0 | 2019-10-07 | segunda-feira | 09:10:00 | ES | 101.0 | 270,5 | SERRA | Falta de Atenção à Condução | Tombamento | Com Vítimas Feridas | Pleno dia | Crescente | Céu Claro | Dupla | Reta | Sim | 475144 | Motocicleta | HONDA/CB 300R | 2015.0 | Condutor | Lesões Graves | NaN | Masculino | 0 | 0 | 1 | 0 | -20,23106874 | -40,27387446 | SR-ES | DEL12/2 | UOP01/ES |
| 162265 | 266255.0 | 593652.0 | 2019-10-07 | segunda-feira | 09:10:00 | ES | 101.0 | 270,5 | SERRA | Falta de Atenção à Condução | Tombamento | Com Vítimas Feridas | Pleno dia | Crescente | Céu Claro | Dupla | Reta | Sim | 475146 | Outros | NaN | NaN | Condutor | Ileso | NaN | Ignorado | 1 | 0 | 0 | 0 | -20,23106874 | -40,27387446 | SR-ES | DEL12/2 | UOP01/ES |
| 162266 | 266406.0 | 593905.0 | 2019-11-25 | segunda-feira | 07:20:00 | PR | 116.0 | 125 | FAZENDA RIO GRANDE | Falta de Atenção à Condução | Colisão lateral | Com Vítimas Feridas | Pleno dia | Decrescente | Céu Claro | Dupla | Reta | Sim | 475372 | Micro-ônibus | NaN | NaN | Condutor | Não Informado | NaN | Não Informado | 0 | 0 | 0 | 0 | -25,59505309 | -49,31630659 | SR-PR | DEL7/1 | UOP03/PR |
| 162267 | 266406.0 | 593903.0 | 2019-11-25 | segunda-feira | 07:20:00 | PR | 116.0 | 125 | FAZENDA RIO GRANDE | Falta de Atenção à Condução | Colisão lateral | Com Vítimas Feridas | Pleno dia | Decrescente | Céu Claro | Dupla | Reta | Sim | 475370 | Motocicleta | HONDA/CG 150 TITAN KS | 2006.0 | Passageiro | Ileso | 25.0 | Masculino | 1 | 0 | 0 | 0 | -25,59505309 | -49,31630659 | SR-PR | DEL7/1 | UOP03/PR |
| 162268 | 266406.0 | 593902.0 | 2019-11-25 | segunda-feira | 07:20:00 | PR | 116.0 | 125 | FAZENDA RIO GRANDE | Falta de Atenção à Condução | Colisão lateral | Com Vítimas Feridas | Pleno dia | Decrescente | Céu Claro | Dupla | Reta | Sim | 475370 | Motocicleta | HONDA/CG 150 TITAN KS | 2006.0 | Condutor | Lesões Leves | 44.0 | Masculino | 0 | 1 | 0 | 0 | -25,59505309 | -49,31630659 | SR-PR | DEL7/1 | UOP03/PR |
| 162269 | 266434.0 | 593948.0 | 2019-06-03 | segunda-feira | 19:00:00 | CE | 222.0 | 1,4 | CAUCAIA | Não guardar distância de segurança | Colisão traseira | Com Vítimas Feridas | Plena Noite | Crescente | Céu Claro | Dupla | Reta | Sim | 475416 | Automóvel | FIAT/UNO MILLE WAY ECON | 2009.0 | Condutor | Lesões Graves | 41.0 | Masculino | 0 | 0 | 1 | 0 | -3,736507 | -38,65337 | SR-CE | DEL16/1 | UOP01/CE |
| 162270 | 266434.0 | 593947.0 | 2019-06-03 | segunda-feira | 19:00:00 | CE | 222.0 | 1,4 | CAUCAIA | Não guardar distância de segurança | Colisão traseira | Com Vítimas Feridas | Plena Noite | Crescente | Céu Claro | Dupla | Reta | Sim | 475415 | Automóvel | VW/GOLF 1.6 SPORTLINE | 2011.0 | Condutor | Ileso | 36.0 | Masculino | 1 | 0 | 0 | 0 | -3,736507 | -38,65337 | SR-CE | DEL16/1 | UOP01/CE |
| 162271 | 266573.0 | 594270.0 | 2019-07-13 | sábado | 19:35:00 | PR | 373.0 | 425 | CANDOI | Defeito Mecânico no Veículo | Saída de leito carroçável | Com Vítimas Feridas | Plena Noite | Decrescente | Ignorado | Simples | Reta | Não | 475680 | Automóvel | VW/VOYAGE 1.6 | NaN | Condutor | Lesões Graves | NaN | Masculino | 0 | 0 | 1 | 0 | -25,71180139 | -52,18373987 | SR-PR | DEL7/3 | UOP02/PR |
| 162272 | 266627.0 | 594393.0 | 2019-10-22 | terça-feira | 20:20:00 | BA | 324.0 | 608 | SIMOES FILHO | Defeito na Via | Queda de ocupante de veículo | Com Vítimas Feridas | Plena Noite | Crescente | Céu Claro | Simples | Reta | Não | 475775 | Motocicleta | YAMAHA/MT03 | 2016.0 | Condutor | Lesões Leves | NaN | Masculino | 0 | 1 | 0 | 0 | -12,78155812 | -38,41655733 | SR-BA | DEL10/1 | UOP01/BA |